abacusai.eda_data_consistency
Classes
Eda Data Consistency, contained the duplicates in the base version, Comparison version, Deletions between the base and comparison and feature transformations between the base and comparison data. |
Module Contents
- class abacusai.eda_data_consistency.EdaDataConsistency(client, columnNames=None, primaryKeys=None, transformationColumnNames=None, baseDuplicates={}, compareDuplicates={}, deletions={}, transformations={})
Bases:
abacusai.return_class.AbstractApiClassEda Data Consistency, contained the duplicates in the base version, Comparison version, Deletions between the base and comparison and feature transformations between the base and comparison data.
- Parameters:
client (ApiClient) – An authenticated API Client instance
columnNames (list) – Name of all the features in the data
primaryKeys (list) – Name of the primary keys in the data
transformationColumnNames (list) – Name of all the features that are not the primary keys
baseDuplicates (DataConsistencyDuplication) – A DataConsistencyDuplication describing the number of duplicates within the data
compareDuplicates (DataConsistencyDuplication) – A DataConsistencyDuplication describing the number of duplicates within the data
deletions (DataConsistencyDuplication) – A DataConsistencyDeletion describing the number of deletion between two versions in the data
transformations (DataConsistencyTransformation) – A DataConsistencyTransformation the number of changes that occured per feature in the data
- column_names
- primary_keys
- transformation_column_names
- base_duplicates
- compare_duplicates
- deletions
- transformations
- deprecated_keys
- __repr__()